Triple

T384440
Position Surface form Disambiguated ID Type / Status
Subject Alexander Hamilton E8748 entity
Predicate designed P184 FINISHED
Object U.S. customs service
The U.S. Customs Service was the early federal agency responsible for collecting import duties and regulating international trade, serving as a primary source of revenue for the young United States government.
E7739 NE FINISHED

How this triple was built (4 steps)

Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.

NER Named-entity recognition gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: U.S. customs service | Statement: [Alexander Hamilton, designed, U.S. customs service]
NED1 Entity disambiguation (via context triple) gpt-5-mini-2025-08-07
Target entity: U.S. customs service
Context triple: [Alexander Hamilton, designed, U.S. customs service]
  • A. U.S. Customs and Border Protection
    U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
  • B. Immigration and Customs Enforcement
    Immigration and Customs Enforcement (ICE) is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws, investigating cross-border crime, and managing the detention and removal of unauthorized immigrants.
  • C. Diplomatic Security Service
    The Diplomatic Security Service is the law enforcement and security arm of the U.S. Department of State responsible for protecting American diplomatic personnel, facilities, and sensitive information worldwide.
  • D. United States Marshals Service
    The United States Marshals Service is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, executing federal court orders, and handling the witness security program.
  • E. Homeland Security Bureau
    The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
  • F. None of above. chosen
  • G. Unsure - the case is ambiguous/there is not enough information to decide.
NEDg Description generation gpt-5.1
Instruction
Generate a one-sentence description of the target entity. 
You are given a context triple in the form (subject, predicate, object), where the object is the target entity. 
# Instructions
Use the triple to infer relevant information about the entity. Describe the entity based on what is most defining, well-known. 
Avoid repeating the information from the triple, unless really essential.
# Response Format
Return only the sentence: "Description: [one-sentence description of the target entity]"
Input
Entity: U.S. customs service
Triple: [Alexander Hamilton, designed, U.S. customs service]
Generated description
The U.S. Customs Service was the early federal agency responsible for collecting import duties and regulating international trade, serving as a primary source of revenue for the young United States government.
NED2 Entity disambiguation (via description) gpt-5-mini-2025-08-07
Target entity: U.S. customs service
Target entity description: The U.S. Customs Service was the early federal agency responsible for collecting import duties and regulating international trade, serving as a primary source of revenue for the young United States government.
  • A. U.S. Customs and Border Protection chosen
    U.S. Customs and Border Protection is the federal law enforcement agency responsible for securing U.S. borders and regulating the flow of people and goods into and out of the country.
  • B. Immigration and Customs Enforcement
    Immigration and Customs Enforcement (ICE) is a U.S. federal agency under the Department of Homeland Security responsible for enforcing immigration laws, investigating cross-border crime, and managing the detention and removal of unauthorized immigrants.
  • C. Diplomatic Security Service
    The Diplomatic Security Service is the law enforcement and security arm of the U.S. Department of State responsible for protecting American diplomatic personnel, facilities, and sensitive information worldwide.
  • D. United States Marshals Service
    The United States Marshals Service is the federal law enforcement agency responsible for protecting the federal judiciary, managing and transporting prisoners, executing federal court orders, and handling the witness security program.
  • E. Homeland Security Bureau
    The Homeland Security Bureau is a specialized division of the Metropolitan Police Department of the District of Columbia responsible for coordinating law enforcement efforts related to terrorism, emergency preparedness, and critical incident response in Washington, D.C.
  • F. None of above.

Provenance (5 batches)

The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.

Step Stage Batch ID Status When
creating Elicitation batch_69a2e7f47dd08190a4e294ccbbe46cd4 completed Feb. 28, 2026, 1:04 p.m.
NER Named-entity recognition batch_69a2ec422b808190b6ddf747ef939151 completed Feb. 28, 2026, 1:23 p.m.
NED1 Entity disambiguation (via context triple) batch_69a3fe95c7088190a1538eecb2ac6955 completed March 1, 2026, 8:53 a.m.
NEDg Description generation batch_69a3fec1294c8190bff1dc2c8ec6bfb0 completed March 1, 2026, 8:54 a.m.
NED2 Entity disambiguation (via description) batch_69a3ff1db088819087542685fbad01ad completed March 1, 2026, 8:55 a.m.
Created at: Feb. 28, 2026, 1:08 p.m.